文献类型： 外文期刊

第一作者： Zhang Xiu-ying

作者： Zhang Xiu-ying;Feng Xue-zhi;Deng Hui;Deng Hui

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关键词： urban land use;land cover density map;high-resolution image

期刊名称：CHINESE GEOGRAPHICAL SCIENCE （ 影响因子：2.892； 五年影响因子：2.721 ）

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收录情况： SCI

摘要： Nowadays, remote sensing imagery, especially with its high spatial resolution, has become an indispensable tool to provide timely up-gradation of urban land use and land cover information, which is a prerequisite for proper urban planning and management. The possible method described in the present paper to obtain urban land use types is based on the principle that land use can be derived from the land cover existing in a neighborhood. Here, moving window is used to represent the spatial pattern of land cover within a neighborhood and seven window sizes (61mx61m, 68mx68m, 75mx75m, 87mx87m, 99mx99m, 110mx110m and 121mxl21m) are applied to determining the most proper window size. Then, the unsupervised method of ISODATA is employed to classify the layered land cover density maps obtained by the moving window. The results of accuracy evaluation show that the window size of 99mx99m is proper to infer urban land use categories and the proposed method has produced a land use map with a total accuracy of 85%.

分类号： P9